Tiziana Catena | Ricerc@Sapienza

Publications

Title	Published on	Year
Application of an Innovative Convolutional/LSTM Neural Network for Computing Resource Allocation in NFV Network Architectures	IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT	2022
Distributed LSTM-based cloud resource allocation in Network Function Virtualization Architectures	COMPUTER NETWORKS	2022
Application of a Long Short Term Memory neural predictor with asymmetric loss function for the resource allocation in NFV network architectures	COMPUTER NETWORKS	2021
AI-based resource prediction in network function vrtualization architectures	International Conference on ICT Convergence	2021
Cost-aware and aI-based resource prediction in softwarized networks	2021 AEIT International annual conference, AEIT 2021	2021
Proposal and investigation of a convolutional and lstm neural network for the cost-aware resource prediction in softwarized networks†	FUTURE INTERNET	2021
Proposal and Investigation of an ETSI NFV Architecture supporting AI-based Resource Prediction	2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings	2021
Study and investigation of SARIMA-based traffic prediction models for the resource allocation in NFV networks with elastic optical interconnection	International Conference on Transparent Optical Networks	2020
Study and evaluation of QoS degradation costs in optical-nfv network environments with resource allocations based on long short term memory prediction techniques	International Conference on Transparent Optical Networks	2020
Reconfiguration of optical-NFV network architectures based on cloud resource allocation and QoS degradation cost-aware prediction techniques	IEEE ACCESS	2020
Proposal and investigation of an artificial intelligence (Ai)-based cloud resource allocation algorithm in network function virtualization architectures	FUTURE INTERNET	2020
Effectiveness of segment routing technology in reducing the bandwidth and cloud resources provisioning times in network function virtualization architectures	FUTURE INTERNET	2019
Proposal and investigation of an optical reconfiguration cost aware policy for resource allocation in network function virtualization infrastructures	International Conference on Transparent Optical Networks	2019
Reconfiguration of cloud and bandwidth resources in NFV architectures based on segment routing control/data plane	International Conference on Transparent Optical Networks	2019
Impact of the maximum number of switching reconfigurations on the cost saving in network function virtualization environments with elastic optical interconnection	APPLIED SCIENCES	2019
Proposal and investigation of a scalable NFV orchestrator based on segment routing data/control plane	14th International Conference on Network and Service Management, CNSM 2018 and Workshops, 1st International Workshop on High-Precision Networks Operations and Control, HiPNet 2018 and 1st Workshop on Segment Routing and Service Function Chaining, SR+SFC 2018	2018